
    j                         d dl mZ d dlmZ d dlmZmZmZ d dlm	Z	m
Z
 d dlmZ dZdZ G d d	e	          Z G d
 de          Z G d de          Z G d de          Z G d de          ZdS )    )Any)InferenceProviderMapping)RequestParameters_as_dict_as_url)TaskProviderHelperfilter_none)get_session	replicatezhttps://api.replicate.comc            	            e Zd Zdef fdZdededeeef         f fdZdededefdZd	ed
ede	dedz  fdZ
ddeez  dedz  defdZ xZS )ReplicateTasktaskc                 d    t                                          t          t          |           d S )N)providerbase_urlr   )super__init__	_PROVIDER	_BASE_URL)selfr   	__class__s     q/var/www/html/Carbon-Document/venv/lib/python3.11/site-packages/huggingface_hub/inference/_providers/replicate.pyr   zReplicateTask.__init__   s(    )idKKKKK    headersapi_keyreturnc                 V    t                                          ||          }d|d<   |S )NwaitPrefer)r   _prepare_headers)r   r   r   r   s      r   r    zReplicateTask._prepare_headers   s+    ''**7G<<"r   mapped_modelc                     d|v rdS d| dS )N:z/v1/predictionsz/v1/models/z/predictions )r   r!   r   s      r   _prepare_routezReplicateTask._prepare_route   s$    ,$$7\7777r   inputs
parametersprovider_mapping_infoNc                     |j         }dd|it          |          i}d|v r!|                    dd          d         }||d<   |S )Ninputpromptr#      version)provider_idr	   split)r   r&   r'   r(   r!   payloadr-   s          r   _prepare_payload_as_dictz&ReplicateTask._prepare_payload_as_dict   s\     -8#*Xv,YZAXAX,Y"Z,"((a003G!(GIr   responserequest_paramsc                 D   t          |          }|                    d          &t          d|                    d           d          t          |d         t                    r|d         n|d         d         }t                                          |          j        S )NoutputzLInference request timed out after 60 seconds. No output generated for model modelzHThe model might be in cold state or starting up. Please try again later.r   )r   getTimeoutError
isinstancestrr
   content)r   r2   r3   response_dict
output_urls        r   get_responsezReplicateTask.get_response%   s     **X&&.[_l_p_pqx_y_y [ [ [  
 (2-2I3'O'OoM(##UbckUlmnUo 	 }}  ,,44r   N)__name__
__module____qualname__r:   r   dictr   r    r%   r   r1   bytesr   r>   __classcell__r   s   @r   r   r      s!       LS L L L L L L s tCH~      
83 8 8 8 8 8 8
'+D\	   
5 
5UT\ 
5CTW[C[ 
5gj 
5 
5 
5 
5 
5 
5 
5 
5r   r   c            	       @     e Zd Z fdZdededededz  f fdZ xZS )ReplicateTextToImageTaskc                 J    t                                          d           d S )Nztext-to-imager   r   r   r   s    r   r   z!ReplicateTextToImageTask.__init__3   s!    )))))r   r&   r'   r(   r   Nc                     t                                          |||          }|j        d|j         |d         d<   |S )Nzhttps://huggingface.co/r*   lora_weights)r   r1   adapter_weights_pathhf_model_idr   r&   r'   r(   r0   r   s        r   r1   z1ReplicateTextToImageTask._prepare_payload_as_dict6   sJ     88Mbcc 5A/lI^Ij/l/lGG^,r   	r@   rA   rB   r   r   rC   r   r1   rE   rF   s   @r   rH   rH   2   sz        * * * * *'+D\	         r   rH   c            	       @     e Zd Z fdZdededededz  f fdZ xZS )ReplicateTextToSpeechTaskc                 J    t                                          d           d S )Nztext-to-speechrJ   rK   s    r   r   z"ReplicateTextToSpeechTask.__init__@   "    )*****r   r&   r'   r(   r   Nc                     t                                          |||          }|d                             d          |d         d<   |S )Nr*   r+   text)r   r1   poprP   s        r   r1   z2ReplicateTextToSpeechTask._prepare_payload_as_dictC   sH     88Mbcc#*7#3#7#7#A#A r   rQ   rF   s   @r   rS   rS   ?   sz        + + + + +'+D\	         r   rS   c            	       `     e Zd Zd fdZdededededz  fdZddeez  d	e	dz  defd
Z
 xZS )'ReplicateAutomaticSpeechRecognitionTaskr   Nc                 J    t                                          d           d S )Nzautomatic-speech-recognitionrJ   rK   s    r   r   z0ReplicateAutomaticSpeechRecognitionTask.__init__L   s"    788888r   r&   r'   r(   c                     |j         }t          |d          }di d|it          |          i}d|v r|                    dd          d         |d<   |S )Nz	audio/wavdefault_mime_typer*   audior#   r,   r-   )r.   r   r	   r/   )r   r&   r'   r(   r!   	audio_urlr0   s          r   r1   z@ReplicateAutomaticSpeechRecognitionTask._prepare_payload_as_dictO   s}     -8FkBBB	  I&j))#
 ,!-!3!3C!;!;A!>GIr   r2   r3   c                    t          |          }|                    d          }t          |t                    rd|iS t          |t                    r:|r8|d         }t          |t                    rd|iS t          |t
                    r|}d }t          |t
                    r|                    d          }t          |t                    r|}|                    d          }t          |t                    r|}|                    d          }	t          |	t                    r<t                                          |	          }
|
                                 |
j        }|d|iS t          d          )Nr5   rW   r   transcriptiontranslationtxt_filezKReceived malformed response from Replicate automatic-speech-recognition API)
r   r7   r9   r:   listrC   r
   raise_for_statusrW   
ValueError)r   r2   r3   r<   r5   
first_itemrW   rb   rc   rd   text_responses              r   r>   z4ReplicateAutomaticSpeechRecognitionTask.get_responsed   so    **""8,,fc"" 	$F##fd## 	$ 	$J*c** ,
++*d++ $#fd## 	*"JJ77M--- %$ **]33K+s++ #"zz*--H(C(( * + 1 1( ; ;..000$)D>!fgggr   )r   Nr?   )r@   rA   rB   r   r   rC   r   r1   rD   r   r>   rE   rF   s   @r   rZ   rZ   K   s        9 9 9 9 9 9   8	
 
   *!h !hUT\ !hCTW[C[ !hgj !h !h !h !h !h !h !h !hr   rZ   c            	       <     e Zd Z fdZdededededz  fdZ xZS )ReplicateImageToImageTaskc                 J    t                                          d           d S )Nzimage-to-imagerJ   rK   s    r   r   z"ReplicateImageToImageTask.__init__   rU   r   r&   r'   r(   r   Nc                     t          |d          }d||g||gdt          |          i}|j        }d|v r!|                    dd          d         }||d<   |S )Nz
image/jpegr]   r*   )imageimagesinput_imageinput_imagesr#   r,   r-   )r   r	   r.   r/   )r   r&   r'   r(   	image_urlr0   r!   r-   s           r   r1   z2ReplicateImageToImageTask._prepare_payload_as_dict   s     FlCCC	 "$+(!*	 
 j))#
 -8,"((a003G!(GIr   rQ   rF   s   @r   rk   rk      sp        + + + + +'+D\	       r   rk   N)typingr   huggingface_hub.hf_apir   !huggingface_hub.inference._commonr   r   r   ,huggingface_hub.inference._providers._commonr   r	   huggingface_hub.utilsr
   r   r   r   rH   rS   rZ   rk   r$   r   r   <module>rx      sd         ; ; ; ; ; ; R R R R R R R R R R X X X X X X X X - - - - - - 	'	"5 "5 "5 "5 "5& "5 "5 "5J
 
 
 
 
} 
 
 
	 	 	 	 	 	 	 	:h :h :h :h :hm :h :h :hz         r   